Search Results for author: Maksim Kitsak

Found 5 papers, 1 papers with code

Vanishing Variance Problem in Fully Decentralized Neural-Network Systems

no code implementations6 Apr 2024 Yongding Tian, Zaid Al-Ars, Maksim Kitsak, Peter Hofstee

Our findings suggest that this averaging approach inherently introduces a potential delay in model convergence.

Federated Learning

Reporting delays: a widely neglected impact factor in COVID-19 forecasts

no code implementations24 Apr 2023 Long Ma, Piet Van Mieghem, Maksim Kitsak

Motivated by the desire to enhance epidemic forecasts, we develop a statistical framework to detect, uncover, and remove reporting delays in the infectious, recovered, and deceased epidemic time series.

Common Sense Reasoning

Topological properties and organizing principles of semantic networks

no code implementations24 Apr 2023 Gabriel Budel, Ying Jin, Piet Van Mieghem, Maksim Kitsak

We find that depending on the semantic relation type and the language, the link formation in semantic networks is guided by different principles.

Relationship among state reopening policies, health outcomes and economic recovery through first wave of the COVID-19 pandemic in the U.S

no code implementations3 May 2021 Alexandre K. Ligo, Emerson Mahoney, Jeffrey Cegan, Benjamin D. Trump, Andrew S. Jin, Maksim Kitsak, Jesse Keenan, Igor Linkov

We compare the different policies states implemented during periods of restriction (lockdown) and reopening with indicators of COVID-19 spread and consumer card spending at each state during the first wave of the pandemic in the U. S. between March and August 2020.

Long-Range Correlations and Memory in the Dynamics of Internet Interdomain Routing

1 code implementation27 Jul 2015 Maksim Kitsak, Ahmed Elmokashfi, Shlomo Havlin, Dmitri Krioukov

The Border Gateway Protocol is responsible for discovering and distributing this reachability information to all Autonomous Systems.

Physics and Society Networking and Internet Architecture

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